Downloaded PBR texture looks different in Blender
If you have node wrangler turned on, you can just select the BSDF node and then hit [Ctrl] + [Shift] + [T], then select all the material files in the download and the materials will be attached properly.
Then, make sure you're working in Cycles render engine to make it look more like the material preview.